worstseed

worstseed's Stars

• machinelearningnuremberg/DeepPipe

  [KDD 2023] Deep Pipeline Embeddings for AutoML

  Language:Python152

• machinelearningnuremberg/HPO-RL-Bench

  Language:Python51

• machinelearningnuremberg/WellTunedSimpleNets

  [NeurIPS 2021] Well-tuned Simple Nets Excel on Tabular Datasets

  Language:Python8115

• machinelearningnuremberg/AutoRL-Bench

  Language:Python65

• machinelearningnuremberg/HPO-B

  [NeurIPS DBT 2021] HPO-B

  Language:Python288

• machinelearningnuremberg/DeepRankingEnsembles

  [ICLR 2023] Deep Ranking Ensembles for Hyperparameter Optimization

  Language:Python131

• machinelearningnuremberg/DyHPO

  [NeurIPS 2022] Supervising the Multi-Fidelity Race of Hyperparameter Configurations

  Language:Python101

• machinelearningnuremberg/DPL

  [NeurIPS 2023] Multi-fidelity hyperparameter optimization with deep power laws that achieves state-of-the-art results across diverse benchmarks.

  Language:Python133

• automl/neps

  Neural Pipeline Search (NePS): Helps deep learning experts find the best neural pipeline.

  Language:Python6413

• automl/jahs_bench_201

  The first collection of surrogate benchmarks for Joint Architecture and Hyperparameter Search.

  Language:Python147

• huggingface/pytorch-image-models

  The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (ViT), MobileNetV4, MobileNet-V3 & V2, RegNet, DPN, CSPNet, Swin Transformer, MaxViT, CoAtNet, ConvNeXt, and more

  Language:Python32.8k4.8k

• machinelearningnuremberg/FSBO

  [ICLR 2021] Few Shot Bayesian Optimization

  Language:Python184

• acados/acados

  Fast and embedded solvers for nonlinear optimal control

  Language:C878258